Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentation

9 May 2023

Papers citing "Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentation"

26 / 26 papers shown

Title
EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance Yang Yue Yulin Wang Haojun Jiang Pan Liu S. Song Gao Huang VGen 38 0 0 17 Apr 2025
EchoFlow: A Foundation Model for Cardiac Ultrasound Image and Video Generation Hadrien Reynaud Alberto Gomez Paul Leeson Qingjie Meng B. Kainz MedIm 59 0 0 28 Mar 2025
Ultrasound Image-to-Video Synthesis via Latent Dynamic Diffusion Models Tingxiu Chen Yilei Shi Zixuan Zheng Bingcong Yan Jingliang Hu Xiao Xiang Zhu Lichao Mou VGen MedIm 57 3 0 19 Mar 2025
Flow Matching for Medical Image Synthesis: Bridging the Gap Between Speed and Quality M. Yazdani Yasamin Medghalchi Pooria Ashrafian I. Hacihaliloglu Dena Shahriari MedIm 37 0 0 01 Mar 2025
Generative augmentations for improved cardiac ultrasound segmentation using diffusion models G. V. D. Vyver Aksel Try Lenz Erik Smistad S. Olaisen B. Grenne E. Holte Haavard Dalen Lasse Løvstakken DiffM MedIm 34 0 0 27 Feb 2025
Ultrasound Image Generation using Latent Diffusion Models Benoit Freiche Anthony El-Khoury Ali Nasiri-Sarvi Mahdi S. Hosseini Damien Garcia Adrian Basarab Mathieu Boily Hassan Rivaz MedIm 59 0 0 12 Feb 2025
DeepSPV: An Interpretable Deep Learning Pipeline for 3D Spleen Volume Estimation from 2D Ultrasound Images Z. Yuan D. Stojanovski Lei Li A. Gómez Haran Jogeesvaran Esther Puyol-Antón B. Inusa A. King 37 0 0 17 Nov 2024
Efficient Semantic Diffusion Architectures for Model Training on Synthetic Echocardiograms D. Stojanovski Mariana da Silva P. Lamata A. Beqiri Alberto Gomez MedIm DiffM 30 1 0 28 Sep 2024
Training-Free Condition Video Diffusion Models for single frame Spatial-Semantic Echocardiogram Synthesis Van Phi Nguyen Tri Nhan Luong Ha Huy Hieu Pham Quoc Long Tran VGen DiffM MedIm 35 2 0 06 Aug 2024
Synthetic Simplicity: Unveiling Bias in Medical Data Augmentation Krishan Agyakari Raja Babu R. Sathish Mrunal Pattanaik Rahul Venkataramani 39 0 0 31 Jul 2024
Diffusion as Sound Propagation: Physics-inspired Model for Ultrasound Image Generation Marina Domínguez Yordanka Velikova Nassir Navab Mohammad Farid Azampour MedIm 56 4 0 07 Jul 2024
Generative AI for Synthetic Data Across Multiple Medical Modalities: A Systematic Review of Recent Developments and Challenges Mahmoud Ibrahim Yasmina Al Khalil S. Amirrajab Chang Sun M. Breeuwer J. Pluim Bart Elen Gokhan Ertaylan Michel Dumontier SyDa MedIm 35 7 0 27 Jun 2024
Discriminative Hamiltonian Variational Autoencoder for Accurate Tumor Segmentation in Data-Scarce Regimes Aghiles Kebaili J. Lapuyade-Lahorgue Pierre Vera S. Ruan MedIm 35 0 0 17 Jun 2024
S-CycleGAN: Semantic Segmentation Enhanced CT-Ultrasound Image-to-Image Translation for Robotic Ultrasonography Yuhan Song N. Chong MedIm 34 2 0 03 Jun 2024
Synthetic Data in Radiological Imaging: Current State and Future Outlook E. Sizikova A. Badal Jana G. Delfino Miguel Lago Brandon Nelson Niloufar Saharkhiz B. Sahiner Ghada Zamzmi Aldo Badano MedIm 44 5 0 08 May 2024
Vision-Language Synthetic Data Enhances Echocardiography Downstream Tasks Pooria Ashrafian M. Yazdani Moein Heidari Dena Shahriari I. Hacihaliloglu MedIm 45 2 0 28 Mar 2024
CT Synthesis with Conditional Diffusion Models for Abdominal Lymph Node Segmentation Yongrui Yu Hanyu Chen Zitian Zhang Qiong Xiao Wenhui Lei ... Yu Fu Hui Tan Guan Wang Peng Gao Xiaofan Zhang DiffM MedIm 48 5 0 26 Mar 2024
MEDDAP: Medical Dataset Enhancement via Diversified Augmentation Pipeline Yasamin Medghalchi N. Zakariaei Arman Rahmim I. Hacihaliloglu MedIm 46 2 0 25 Mar 2024
XReal: Realistic Anatomy and Pathology-Aware X-ray Generation via Controllable Diffusion Model Anees Ur Rehman Hashmi Ibrahim Almakky Mohammad Areeb Qazi Santosh Sanjeev Vijay Ram Papineni Dwarikanath Mahapatra Mohammad Yaqub MedIm 38 5 0 14 Mar 2024
Cardiac ultrasound simulation for autonomous ultrasound navigation A. Amadou Laura Peralta Paul Dryburgh Paul Klein Kaloian Petkov ... Florin-Cristian Ghesu Tommaso Mansi Ronak Rajani Alistair A. Young K. Rhode MedIm 29 2 0 09 Feb 2024
Echocardiography video synthesis from end diastolic semantic map via diffusion model Nguyen Van Phi Tran Minh Duc Hieu H. Pham Tran Quoc Long DiffM MedIm VGen 38 5 0 11 Oct 2023
Synthetic Boost: Leveraging Synthetic Data for Enhanced Vision-Language Segmentation in Echocardiography Rabin Adhikari Manish Dhakal Safal Thapaliya K. Poudel Prasiddha Bhandari Bishesh Khanal 25 7 0 22 Sep 2023
Conversion Between CT and MRI Images Using Diffusion and Score-Matching Models Qing Lyu Ge Wang DiffM MedIm 101 82 0 24 Sep 2022
Brain Imaging Generation with Latent Diffusion Models W. H. Pinaya Petru-Daniel Tudosiu J. Dafflon P. F. D. Costa Virginia Fernandez P. Nachev Sebastien Ourselin M. Jorge Cardoso DiffM MedIm 107 285 0 15 Sep 2022
Semantic Image Synthesis via Diffusion Models Weilun Wang Weilun Wang Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 228 177 0 30 Jun 2022
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning Fernando Pérez-García Rachel Sparks Sébastien Ourselin MedIm LM&MA 144 427 0 09 Mar 2020